Author

Yun-Yan Zhong

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#machine learning Preprint Sep 2026

Transferable Mass Spectrum Prediction via Reference-Guided Test-time Specialization

SPARC is introduced, a retrieval-guided test-time specialization framework that adapts a pretrained predictor using a spectral reference library without accessing test-query spectra to selectively preserve trustworthy predictions during continual specialization.

Yun-Yan Zhong, Run-Ting Li, Yi-Fan Li et al. · 0 citations

Review Open access Aug 2026

Discovering reference-missing cell types in bulk transcriptomics

DeconX transforms residual-based missing cell-type inference from exploratory analysis into a complete computational framework, enabling accurate characterization of tissue heterogeneity from archival bulk RNA-seq data even when single-cell references are incomplete.

Yimin Fan, Yixuan Liu, Yun-Yan Zhong et al. · Bioinformatics · 0 citations